2011
JMLR
JMLR 2011
The Stationary Subspace Analysis Toolbox
Abstract
The Stationary Subspace Analysis (SSA) algorithm linearly factorizes a high-dimensional time series into stationary and non-stationary components. The SSA Toolbox is a platform-independent efficient stand-alone implementation of the SSA algorithm with a graphical user interface written in Java, that can also be invoked from the command line and from Matlab. The graphical interface guides the user through the whole process; data can be imported and exported from comma separated values (CSV) and Matlab's .mat files. [abs] [ pdf ][ bib ] [ code ] © JMLR 2011. (edit, beta)
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Interdisciplinary Bridge
- Artificial Intelligence and Data Science & Analytics
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Hot Topic Early Bird
- time series